Asymptotic analysis in convex composite multiobjective optimization problems

Asymptotic analysis in convex composite multiobjective optimization problems

0.00 Avg rating0 Votes
Article ID: iaor20131927
Volume: 55
Issue: 3
Start Page Number: 507
End Page Number: 520
Publication Date: Mar 2013
Journal: Journal of Global Optimization
Authors:
Keywords: programming: multiple criteria, programming: convex
Abstract:

In this paper, we present a unified approach for studying convex composite multiobjective optimization problems via asymptotic analysis. We characterize the nonemptiness and compactness of the weak Pareto optimal solution sets for a convex composite multiobjective optimization problem. Then, we employ the obtained results to propose a class of proximal‐type methods for solving the convex composite multiobjective optimization problem, and carry out their convergence analysis under some mild conditions.

Reviews

Required fields are marked *. Your email address will not be published.